AUTOMATIC1111/stable-diffusion-webui
Stable Diffusion web UI
Built on Gradio, this interface supports advanced generation techniques including inpainting, outpainting, prompt editing mid-generation, and textual inversion embeddings—all trainable on consumer GPUs. It integrates multiple post-processing models (GFPGAN, RealESRGAN, LDSR) for upscaling and face restoration, plus an API for programmatic access. The architecture includes cross-model checkpoint merging, hypernetworks, LoRAs, and composable multi-prompt generation with weighted control over attention and token sequences.
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Python
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AGPL-3.0
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Last pushed
Mar 02, 2026
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